Optimal Compression of Locally Differentially Private Mechanisms

Abhin Shah, Wei-Ning Chen, Johannes Ballé, Peter Kairouz, Lucas Theis. Optimal Compression of Locally Differentially Private Mechanisms. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 7680-7723, PMLR, 2022. [doi]

Abstract

Abstract is missing.